| Contrastive Novelty-Augmented Learning: Anticipating Outliers with Large Language Models | Nov 28, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| GPT-3-driven pedagogical agents for training children's curious question-asking skills | Nov 25, 2022 | Language ModellingLarge Language Model | —Unverified | 0 |
| Deanthropomorphising NLP: Can a Language Model Be Conscious? | Nov 21, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| CAPE: Corrective Actions from Precondition Errors using Large Language Models | Nov 17, 2022 | Common Sense ReasoningLanguage Modeling | —Unverified | 0 |
| Galactica: A Large Language Model for Science | Nov 16, 2022 | AnachronismsBias Detection | CodeCode Available | 4 |
| Introducing Semantics into Speech Encoders | Nov 15, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Towards a Mathematics Formalisation Assistant using Large Language Models | Nov 14, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Prompt Learning for Domain Adaptation in Task-Oriented Dialogue | Nov 10, 2022 | Domain Adaptationintent-classification | —Unverified | 0 |
| Prompter: Utilizing Large Language Model Prompting for a Data Efficient Embodied Instruction Following | Nov 7, 2022 | Instruction FollowingLanguage Modeling | —Unverified | 0 |
| Measuring Progress on Scalable Oversight for Large Language Models | Nov 4, 2022 | Experimental DesignLanguage Modelling | —Unverified | 0 |
| Two-stage LLM Fine-tuning with Less Specialization and More Generalization | Nov 1, 2022 | Binary ClassificationDomain Generalization | —Unverified | 0 |
| A Simple, Yet Effective Approach to Finding Biases in Code Generation | Oct 31, 2022 | Causal Language ModelingCode Generation | —Unverified | 0 |
| MemoNet: Memorizing All Cross Features' Representations Efficiently via Multi-Hash Codebook Network for CTR Prediction | Oct 25, 2022 | AllClick-Through Rate Prediction | CodeCode Available | 1 |
| Learning Better Intent Representations for Financial Open Intent Classification | Oct 25, 2022 | Classificationintent-classification | —Unverified | 0 |
| Code4Struct: Code Generation for Few-Shot Event Structure Prediction | Oct 23, 2022 | Code GenerationEvent Argument Extraction | CodeCode Available | 1 |
| Transcending Scaling Laws with 0.1% Extra Compute | Oct 20, 2022 | Arithmetic ReasoningCross-Lingual Question Answering | —Unverified | 0 |
| TabLLM: Few-shot Classification of Tabular Data with Large Language Models | Oct 19, 2022 | ClassificationDeep Learning | CodeCode Available | 2 |
| Arithmetic Sampling: Parallel Diverse Decoding for Large Language Models | Oct 18, 2022 | DiversityLanguage Modeling | —Unverified | 0 |
| Systematicity in GPT-3's Interpretation of Novel English Noun Compounds | Oct 18, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| RARR: Researching and Revising What Language Models Say, Using Language Models | Oct 17, 2022 | Few-Shot LearningLanguage Modeling | CodeCode Available | 1 |
| Dungeons and Dragons as a Dialog Challenge for Artificial Intelligence | Oct 13, 2022 | Language ModellingLarge Language Model | —Unverified | 0 |
| Retrieval Augmentation for T5 Re-ranker using External Sources | Oct 11, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| CORE: A Retrieve-then-Edit Framework for Counterfactual Data Generation | Oct 10, 2022 | counterfactualData Augmentation | CodeCode Available | 0 |
| Controllable Dialogue Simulation with In-Context Learning | Oct 9, 2022 | Data AugmentationIn-Context Learning | CodeCode Available | 1 |
| Large Language Models are Pretty Good Zero-Shot Video Game Bug Detectors | Oct 5, 2022 | Common Sense ReasoningLanguage Modelling | CodeCode Available | 1 |
| When to Make Exceptions: Exploring Language Models as Accounts of Human Moral Judgment | Oct 4, 2022 | Language ModellingLarge Language Model | CodeCode Available | 1 |
| The Only Chance to Understand: Machine Translation of the Severely Endangered Low-resource Languages of Eurasia | Oct 1, 2022 | Data AugmentationLanguage Modeling | —Unverified | 0 |
| Toward Trustworthy Neural Program Synthesis | Sep 29, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Unpacking Large Language Models with Conceptual Consistency | Sep 29, 2022 | Language ModellingLarge Language Model | —Unverified | 0 |
| Repairing Bugs in Python Assignments Using Large Language Models | Sep 29, 2022 | ChunkingLanguage Modeling | —Unverified | 0 |
| Generate rather than Retrieve: Large Language Models are Strong Context Generators | Sep 21, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| CodeQueries: A Dataset of Semantic Queries over Code | Sep 17, 2022 | AttributeExtractive Question-Answering | CodeCode Available | 1 |
| Do Large Language Models know what humans know? | Sep 4, 2022 | AttributeLanguage Modeling | CodeCode Available | 0 |
| Selective Text Augmentation with Word Roles for Low-Resource Text Classification | Sep 4, 2022 | ClassificationData Augmentation | CodeCode Available | 0 |
| FOLIO: Natural Language Reasoning with First-Order Logic | Sep 2, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Prefix Embeddings for In-context Machine Translation | Sep 1, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Enhancing Semantic Understanding with Self-supervised Methods for Abstractive Dialogue Summarization | Sep 1, 2022 | Abstractive Dialogue SummarizationAbstractive Text Summarization | —Unverified | 0 |
| Training a T5 Using Lab-sized Resources | Aug 25, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Repair Is Nearly Generation: Multilingual Program Repair with LLMs | Aug 24, 2022 | Language ModellingLarge Language Model | —Unverified | 0 |
| Prompting as Probing: Using Language Models for Knowledge Base Construction | Aug 23, 2022 | Knowledge Base ConstructionLanguage Modeling | CodeCode Available | 1 |
| Integrating Diverse Knowledge Sources for Online One-shot Learning of Novel Tasks | Aug 19, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| VAuLT: Augmenting the Vision-and-Language Transformer for Sentiment Classification on Social Media | Aug 18, 2022 | DescriptiveDiversity | CodeCode Available | 1 |
| A Survey on Open Information Extraction from Rule-based Model to Large Language Model | Aug 18, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Reducing Retraining by Recycling Parameter-Efficient Prompts | Aug 10, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| CoditT5: Pretraining for Source Code and Natural Language Editing | Aug 10, 2022 | Bug fixingLanguage Modeling | CodeCode Available | 1 |
| A Hazard Analysis Framework for Code Synthesis Large Language Models | Jul 25, 2022 | Code GenerationLanguage Modeling | —Unverified | 0 |
| An Overview of Distant Supervision for Relation Extraction with a Focus on Denoising and Pre-training Methods | Jul 17, 2022 | DenoisingKnowledge Graph Completion | —Unverified | 0 |
| A No-Code Low-Code Paradigm for Authoring Business Automations Using Natural Language | Jul 15, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Neural Data-to-Text Generation Based on Small Datasets: Comparing the Added Value of Two Semi-Supervised Learning Approaches on Top of a Large Language Model | Jul 14, 2022 | Data AugmentationData-to-Text Generation | —Unverified | 0 |
| Solving Quantitative Reasoning Problems with Language Models | Jun 29, 2022 | Arithmetic ReasoningLanguage Modeling | CodeCode Available | 2 |